| Number of Variables | 4 |
|---|---|
| Number of Rows | 16000 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 1.7 MB |
| Average Row Size in Memory | 113.6 B |
| Variable Types |
|
| item_id is skewed | Skewed |
|---|---|
| rating is skewed | Skewed |
| name has a high cardinality: 3371 distinct values | High Cardinality |
| rating has 2927 (18.29%) zeros | Zeros |
numerical
| Approximate Distinct Count | 12290 |
|---|---|
| Approximate Unique (%) | 76.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 256000 |
| Mean | 36883.7271 |
| Minimum | 1 |
| Maximum | 73504 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 3943.6 |
| Q1 | 19284.75 |
| Median | 37110.5 |
| Q3 | 54957.75 |
| 95-th Percentile | 69219.05 |
| Maximum | 73504 |
| Range | 73503 |
| IQR | 35673 |
| Mean | 36883.7271 |
|---|---|
| Standard Deviation | 20978.0295 |
| Variance | 4.4008e+08 |
| Sum | 5.9014e+08 |
| Skewness | -0.03536 |
| Kurtosis | -1.1991 |
| Coefficient of Variation | 0.5688 |
numerical
| Approximate Distinct Count | 3371 |
|---|---|
| Approximate Unique (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 256000 |
| Mean | 8972.6627 |
| Minimum | 1 |
| Maximum | 34240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 121 |
| Q1 | 1239 |
| Median | 6325 |
| Q3 | 14345 |
| 95-th Percentile | 28623 |
| Maximum | 34240 |
| Range | 34239 |
| IQR | 13106 |
| Mean | 8972.6627 |
|---|---|
| Standard Deviation | 8928.6243 |
| Variance | 7.972e+07 |
| Sum | 1.4356e+08 |
| Skewness | 0.9854 |
| Kurtosis | -0.02286 |
| Coefficient of Variation | 0.9951 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 256000 |
| Mean | 6.376 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 2927 |
| Zeros (%) | 18.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 9 |
| 95-th Percentile | 10 |
| Maximum | 10 |
| Range | 10 |
| IQR | 4 |
| Mean | 6.376 |
|---|---|
| Standard Deviation | 3.3363 |
| Variance | 11.1306 |
| Sum | 102016 |
| Skewness | -1.0446 |
| Kurtosis | -0.2811 |
| Coefficient of Variation | 0.5233 |
categorical
| Approximate Distinct Count | 3371 |
|---|---|
| Approximate Unique (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 1449044 |
| Mean | 23.0792 |
|---|---|
| Standard Deviation | 14.3642 |
| Median | 19 |
| Minimum | 1 |
| Maximum | 98 |
| 1st row | Naruto |
|---|---|
| 2nd row | Naruto |
| 3rd row | Naruto |
| 4th row | Naruto |
| 5th row | Naruto |
| Count | 310026 |
|---|---|
| Lowercase Letter | 258145 |
| Space Separator | 43932 |
| Uppercase Letter | 51881 |
| Dash Punctuation | 1810 |
| Decimal Number | 3033 |